this was a neat little read. the idea is to do data augmentation with embeddings. they randomly sample around an embedding and then decode with vec2text. there is a trick to randomly sampling while not leaving the embedding manifold; they try to sample within an embedding "cone"
RESEARCH
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Community Predictions for Generative AI Future
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We are still mulling over this prediction . Let us know if you agree, and tell us some of your very own predictions for generative AI. #GenAI #GAI
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Mobile ALOHA Platform Showcases Advanced Robotic Hardware Capabilities
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More demos from the Mobile ALOHA platform.
— Soumith Chintala (@soumithchintala) 4 janvier 2024
This is human-teleop, so this showcases the capability of the hardware, which looks solid.
The idea to use a warehouse-class robot as the base is very clever 😊
Great work @zipengfu @tonyzzhao @chelseabfinn , very exciting! https://t.co/QkEfhzzMAoMore demos from the Mobile ALOHA platform.
This is human-teleop, so this showcases the capability of the hardware, which looks solid. The idea to use a warehouse-class robot as the base is very clever Great work @zipengfu @tonyzzhao @chelseabfinn , very exciting! -
Groq MLAgility Performance Benchmarks and Argonne Workshop Recording
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Open-source enthusiast curious about our perf results? Check out MLAgility where we show our performance on hundreds of off-the-shelf models compared to other vendors. Recording from our recent @argonne_lcf workshop for researchers using #inference to accelerate their work!
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Neural Operators Optimize Medical Catheter Design in Science Advances
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Our work on using Neural Operators to design a medical catheter just got published in Science Advances. https://t.co/4HJAFIbQgt
— Prof. Anima Anandkumar (@AnimaAnandkumar) 4 janvier 2024
A catheter is a flexible tube to draw fluids out of a human body. Unfortunately, catheters frequently cause bacterial infections by bacteria swimming… pic.twitter.com/TwiysyswncOur work on using Neural Operators to design a medical catheter just got published in Science Advances. http://
tensorlab.cms.caltech.edu/users/anima/ca
theter.html
…
A catheter is a flexible tube to draw fluids out of a human body. Unfortunately, catheters frequently cause bacterial infections by bacteria swimming -
Model Optimization: Fixed 8fps Frame Rate Control Strategy
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Aye, there’s no fps control at the moment, it’s fixed to 8fps, but you can choose how many frames to generate. I think there’s also lots of room for optimisation of this model to get it faster.
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CTO Michael Schmidt shares top AI predictions for 2024
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New year, new #AI innovations Join our Chief Technology Officer Michael Schmidt as he shares his top predictions for AI in 2024. Register now: https://
bit.ly/3TJoHDt -
AI Policy Priorities for 2024 According to Stanford HAI
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“AI policy will be worth watching in 2024,” says @StanfordHAI co-director @drfeifei
. Read more insights from HAI faculty and fellows: https://
stanford.io/3H8N7i0 -
Top 2024 AI Predictions from Amazon AI Trends Expert
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Here are my Top 2024 AI Predictions Years of spotting AI trends at Amazon taught me more than I imagined, and now, I get to share with all of you a glimpse into these insights. If you want my full 2023 AI Awards and Lowlights + these 2024 AI predictions with
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Call for Speakers: Share Your GenAI and ML Insights
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Is one of your #NewYearsResolutions to speak at #DataAISummit? It’s time to make it a reality! Submit your proposal to share your #genAI, data science, and #ML insights. Deadline is this Friday: https://
bit.ly/3sOkYt0